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The magic of intelligence is that such a machine is in fact possible. Humans are proof of it -- evolution didn't program us to play chess or search for exoplanets or shitpost on Twitter.
Quick note for those who bring up cellular automata or other systems with unpredictable behavior: CA don't "do things" (implies a task). "Being more" than the parts implies being more useful and valuable (subjectively). Intelligence is emergent but emergence is not intelligence.
Unpredictability / complexity alone (e.g. cellular automata) isn't useful or valuable. Intelligent systems do things (tasks) they weren't programmed to do. They produce solutions that weren't contained in their programming instructions.
“Intentionality” might be the technical term you are looking for. The thing neither CA nor any Turing Machine has.
I think its not possible since every experience has a certain goal, each IA /program go to a certain task to complet. And Human have been shaped buy a lot of "variables" / external environment, it would be too complexe to simulate.
If we look at nature we can find animals that behave like cellular automata, a probably we can move across species by gradually increasing complexity towards intelligent animals. If this is true, how we define intelligence?
Emergent/chaotic systems led to evolution which led to intelligence. This heritage seems to also give intelligent systems chaotic/emergent properties. It's cool to ask whether these are necessary/sufficient for life. To me chaos/emergence seem like a key source for our free-will.
I really like this, emergence a necessity condition for intelligence but not sufficiency.
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